halo-dev/halo vs janishar/mit-deep-learning-book-pdf
halo-dev/halo shows stronger signals overall
As of June 2026, halo shows healthier maintenance signals than mit-deep-learning-book-pdf. halo rates Healthy overall while mit-deep-learning-book-pdf rates Mixed. halo last saw a commit 1 month ago with 11+ active contributors, while mit-deep-learning-book-pdf last saw a commit 4 months ago with 7+ active contributors. Neither has known critical or high-severity CVEs in its dependency tree.
Informational only. RepoPilot summarises public signals at the time of analysis. Not professional, security, or legal advice.
halo-dev/halo →
Healthy across the board
copyleft license (GPL-3.0) — review compatibility
Has a license, tests, and CI — clean foundation to fork and modify.
Documented and popular — useful reference codebase to read through.
No critical CVEs, sane security posture — runnable as-is.
- ⚠GPL-3.0 is copyleft — check downstream compatibility
- ✓Last commit 1d ago
- ✓11 active contributors
- ✓Distributed ownership (top contributor 44% of recent commits)
- ✓GPL-3.0 licensed
- ✓CI configured
- ✓Tests present
What would improve this?
- →Use as dependency Concerns → Mixed if: relicense under MIT/Apache-2.0 (rare for established libs)
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
janishar/mit-deep-learning-book-pdf →
Slowing — last commit 3mo ago
no license — legally unclear; no tests detected…
no license — can't legally use code; no tests detected…
Documented and popular — useful reference codebase to read through.
no license — can't legally use code; no CI workflows detected
- ⚠Slowing — last commit 3mo ago
- ⚠Concentrated ownership — top contributor handles 79% of recent commits
- ⚠No license — legally unclear to depend on
- ⚠No CI workflows detected
- ⚠No test directory detected
- ✓Last commit 3mo ago
- ✓7 active contributors
What would improve this?
- →Use as dependency Concerns → Mixed if: publish a permissive license (MIT, Apache-2.0, etc.)
- →Fork & modify Concerns → Mixed if: add a LICENSE file
- →Deploy as-is Concerns → Mixed if: add a LICENSE file
Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests
Signal-by-signal breakdown
| halo | mit-deep-learning-book-pdf | |
|---|---|---|
| Stars | 38,498 | 14,026 |
| Last commit | 1mo ago | 4mo ago |
| License | GPL-3.0 | — |
| Open issues | 189 | 12 |
| Has tests | ✓ | — |
| Has CI | ✓ | — |
| Test coverage | 11% | 0% |
| Dependency CVEs | No CVEs | No CVEs |
| Architecture grade | — | — |
| Cycles | — | — |
| Bottom-line | Healthy signals | Mixed signals |
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